首页|Patent Application Titled "Machine Learning Optimization Circuit And Method Ther eof" Published Online (USPTO 20240281209)
Patent Application Titled "Machine Learning Optimization Circuit And Method Ther eof" Published Online (USPTO 20240281209)
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By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News-According to news reporting originatin g from Washington, D.C., by NewsRx journalists, a patent application by the inve ntors DU, Cheng-Yan (Taoyuan City, TW); TSAI, Chieh-Fu (Taoyuan City, TW); YANG, Chia-Hsiang (Taoyuan City, TW), filed on July 25, 2023, was made available onli ne on August 22, 2024. No assignee for this patent application has been made. Reporters obtained the following quote from the background information supplied by the inventors: " "Field of Disclosure "The present disclosure relates to a machine learning optimization circuit and a method thereof. "Description of Related Art "For current machine learning technology, convolution calculation is often compl ex and complicated, which often consumes a lot of resources and time. In view of this, it is necessary to improve the convolution calculation in terms of hardwa re or software to achieve acceleration of the convolution calculation. However, the current technology is not yet mature for the acceleration of the convolution calculation, and there are still many deficiencies. In addition, the data movem ent amount of partial sums and reuse of data are also issues that need to be fur ther considered in the convolution calculation."
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